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Vidya Muthukumar

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The Complexity of Infinite-Horizon General-Sum Stochastic GamesITCS 20232023-01-10
Shows that finding an approximate Nash for infinite-horizon general-sum stochastic games is PPAD-complete both for simultaneous and for turn-based models under…
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The Complexity of Infinite-Horizon General-Sum Stochastic Games: Turn-Based and Simultaneous PlayMulti-Agent Reinforcement Learning and Bandit Learning2022-04-29
Shows non‑stationary Nash equilibria computable poly(S,A) and stationary Nash equilibria computable poly(A), but proves computing an approximate stationary NE…
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